Revisiting Rainbow: Promoting more Insightful and Inclusive Deep Reinforcement Learning Research

20 November 2020

Papers citing "Revisiting Rainbow: Promoting more Insightful and Inclusive Deep Reinforcement Learning Research"

11 / 61 papers shown

Title
Deep Reinforcement Learning at the Edge of the Statistical Precipice Rishabh Agarwal Max Schwarzer Pablo Samuel Castro Aaron Courville Marc G. Bellemare OffRL 59 637 0 30 Aug 2021
When does loss-based prioritization fail? Nie Hu Xinyu Hu Rosanne Liu Sara Hooker J. Yosinski 282 8 0 16 Jul 2021
Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL Jack Parker-Holder Vu Nguyen Shaan Desai Stephen J. Roberts 43 16 0 30 Jun 2021
Distributional Reinforcement Learning with Unconstrained Monotonic Neural Networks Thibaut Théate Antoine Wehenkel Adrien Bolland Gilles Louppe D. Ernst 16 7 0 06 Jun 2021
MICo: Improved representations via sampling-based state similarity for Markov decision processes Pablo Samuel Castro Tyler Kastner Prakash Panangaden Mark Rowland 43 35 0 03 Jun 2021
Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective Florin Gogianu Tudor Berariu Mihaela Rosca Claudia Clopath L. Buşoniu Razvan Pascanu 24 52 0 11 May 2021
On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning Marc Aurel Vischer R. T. Lange Henning Sprekeler OOD UQCV OffRL 25 23 0 04 May 2021
Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings Lili Chen Kimin Lee A. Srinivas Pieter Abbeel OffRL 16 11 0 04 Mar 2021
Adaptive Rational Activations to Boost Deep Reinforcement Learning Quentin Delfosse P. Schramowski Martin Mundt Alejandro Molina Kristian Kersting 37 14 0 18 Feb 2021
From Eye-blinks to State Construction: Diagnostic Benchmarks for Online Representation Learning Banafsheh Rafiee Zaheer Abbas Sina Ghiassian Raksha Kumaraswamy R. Sutton Elliot A. Ludvig Adam White OffRL 19 17 0 09 Nov 2020
Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement Samuel Neumann Sungsu Lim A. Joseph Yangchen Pan Adam White Martha White 20 7 0 22 Oct 2018